معرفی
Roee Shraga is an Assistant Professor in the Computer Science department and Data Science program at Worcester Polytechnic Institute (WPI). He previously held a Postdoctoral Research Associate position at the Data Lab within Khoury College of Computer Sciences at Northeastern University in Boston, MA.
- Ph.D. in Data Science, Technion – Israel Institute of Technology (2020)
- M.E. in Data Science, Technion (2017)
- B.Sc. in Industrial Engineering and Management (Information Management Engineering), Technion (2015)
Shraga’s research focuses on Data Integration, Data Discovery, Human-in-the-loop Machine Learning, Information Retrieval, and Large Language Models (LLMs). His work bridges data management, machine learning, and human-computer interaction to improve data quality in AI systems.
Recent publications include advancements in LLM-driven data integration, semantic table union search, and contrastive entity resolution. Key contributions include the Explain-Da-V framework for semantic data versioning and FlexER for intent-aware entity resolution.
Scientific recognition includes:
- iiWAS 2024 best paper award
- TaDA@VLDB24 best paper award
- Council for Higher Education (VATAT) scholarship
- Leonard & Diane Sherman Interdisciplinary Fellowship (2017)
- Daniel Excellence Scholarship (2019)
- Miriam & Aaron Gutwirth Memorial Fellowship (2020)
He leads NSF-funded research on Human-in-the-loop AI (CRII grant) and co-organizes the HILDA workshop. His teams have won multiple Outstanding MQP Awards for undergraduate research.
